My EDA

Dataset statistics

Number of variables	29
Number of observations	2018245
Missing cells	17640061
Missing cells (%)	30.1%
Total size in memory	446.5 MiB
Average record size in memory	232.0 B

Variable types

DateTime	1
Text	16
Unsupported	1
Numeric	11

Alerts

`BOROUGH` has 627854 (31.1%) missing values	Missing
`ZIP CODE` has 628092 (31.1%) missing values	Missing
`LATITUDE` has 229685 (11.4%) missing values	Missing
`LONGITUDE` has 229685 (11.4%) missing values	Missing
`LOCATION` has 229685 (11.4%) missing values	Missing
`ON STREET NAME` has 424807 (21.0%) missing values	Missing
`CROSS STREET NAME` has 755532 (37.4%) missing values	Missing
`OFF STREET NAME` has 1685810 (83.5%) missing values	Missing
`CONTRIBUTING FACTOR VEHICLE 2` has 307909 (15.3%) missing values	Missing
`CONTRIBUTING FACTOR VEHICLE 3` has 1875114 (92.9%) missing values	Missing
`CONTRIBUTING FACTOR VEHICLE 4` has 1986122 (98.4%) missing values	Missing
`CONTRIBUTING FACTOR VEHICLE 5` has 2009575 (99.6%) missing values	Missing
`VEHICLE TYPE CODE 2` has 376990 (18.7%) missing values	Missing
`VEHICLE TYPE CODE 3` has 1880098 (93.2%) missing values	Missing
`VEHICLE TYPE CODE 4` has 1987193 (98.5%) missing values	Missing
`VEHICLE TYPE CODE 5` has 2009835 (99.6%) missing values	Missing
`VEHICLE COMBINATION` has 377001 (18.7%) missing values	Missing
`LATITUDE` is highly skewed (γ1 = -20.42797789)	Skewed
`NUMBER OF PERSONS KILLED` is highly skewed (γ1 = 34.05808743)	Skewed
`NUMBER OF PEDESTRIANS KILLED` is highly skewed (γ1 = 41.90421138)	Skewed
`NUMBER OF CYCLIST KILLED` is highly skewed (γ1 = 95.71982564)	Skewed
`NUMBER OF MOTORIST KILLED` is highly skewed (γ1 = 54.57753588)	Skewed
`COLLISION_ID` has unique values	Unique
`ZIP CODE` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`NUMBER OF PERSONS INJURED` has 1568357 (77.7%) zeros	Zeros
`NUMBER OF PERSONS KILLED` has 2015410 (99.9%) zeros	Zeros
`NUMBER OF PEDESTRIANS INJURED` has 1911465 (94.7%) zeros	Zeros
`NUMBER OF PEDESTRIANS KILLED` has 2016798 (99.9%) zeros	Zeros
`NUMBER OF CYCLIST INJURED` has 1966117 (97.4%) zeros	Zeros
`NUMBER OF CYCLIST KILLED` has 2018020 (> 99.9%) zeros	Zeros
`NUMBER OF MOTORIST INJURED` has 1730540 (85.7%) zeros	Zeros
`NUMBER OF MOTORIST KILLED` has 2017144 (99.9%) zeros	Zeros

Reproduction

Analysis started	2023-10-02 01:00:30.372385
Analysis finished	2023-10-02 01:01:15.029112
Duration	44.66 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

CRASH DATE_CRASH TIME
Date

Distinct	1096801
Distinct (%)	54.3%
Missing	0
Missing (%)	0.0%
Memory size	15.4 MiB

Minimum	2012-07-01 00:05:00
Maximum	2023-08-15 23:59:00

Histogram

Histogram with fixed size bins (bins=50)

BOROUGH
Text

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	627854
Missing (%)	31.1%
Memory size	15.4 MiB

Length

Max length	13
Median length	9
Mean length	7.456125651
Min length	5

Characters and Unicode

Total characters	10366930
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BROOKLYN
2nd row	BROOKLYN
3rd row	BRONX
4th row	BROOKLYN
5th row	MANHATTAN

Value	Count	Frequency (%)
brooklyn	441026	30.4%
queens	372457	25.7%
manhattan	313266	21.6%
bronx	205345	14.2%
staten	58297	4.0%
island	58297	4.0%

Most occurring characters

Value	Count	Frequency (%)
N	1761954	17.0%
O	1087397	10.5%
A	1056392	10.2%
E	803211	7.7%
T	743126	7.2%
R	646371	6.2%
B	646371	6.2%
L	499323	4.8%
S	489051	4.7%
Y	441026	4.3%
Other values (9)	2192708	21.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10308633	99.4%
Space Separator	58297	0.6%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	1761954	17.1%
O	1087397	10.5%
A	1056392	10.2%
E	803211	7.8%
T	743126	7.2%
R	646371	6.3%
B	646371	6.3%
L	499323	4.8%
S	489051	4.7%
Y	441026	4.3%
Other values (8)	2134411	20.7%

Space Separator

Value	Count	Frequency (%)
	58297	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10308633	99.4%
Common	58297	0.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	1761954	17.1%
O	1087397	10.5%
A	1056392	10.2%
E	803211	7.8%
T	743126	7.2%
R	646371	6.3%
B	646371	6.3%
L	499323	4.8%
S	489051	4.7%
Y	441026	4.3%
Other values (8)	2134411	20.7%

Common

Value	Count	Frequency (%)
	58297	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10366930	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	1761954	17.0%
O	1087397	10.5%
A	1056392	10.2%
E	803211	7.7%
T	743126	7.2%
R	646371	6.2%
B	646371	6.2%
L	499323	4.8%
S	489051	4.7%
Y	441026	4.3%
Other values (9)	2192708	21.2%

ZIP CODE
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	628092
Missing (%)	31.1%
Memory size	15.4 MiB

LATITUDE
Real number (ℝ)

MISSING SKEWED

Distinct	125750
Distinct (%)	7.0%
Missing	229685
Missing (%)	11.4%
Infinite	0
Infinite (%)	0.0%
Mean	40.62776338

Minimum	0
Maximum	43.344444
Zeros	4235
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	40.596733
Q1	40.667923
median	40.721024
Q3	40.7695595
95-th percentile	40.8620661
Maximum	43.344444
Range	43.344444
Interquartile range (IQR)	0.1016365

Descriptive statistics

Standard deviation	1.980900782
Coefficient of variation (CV)	0.04875731808
Kurtosis	415.9795219
Mean	40.62776338
Median Absolute Deviation (MAD)	0.0513
Skewness	-20.42797789
Sum	72665192.48
Variance	3.923967909
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4235	0.2%
40.861862	853	< 0.1%
40.696033	742	< 0.1%
40.8047	691	< 0.1%
40.608757	671	< 0.1%
40.798256	627	< 0.1%
40.759308	613	< 0.1%
40.6960346	587	< 0.1%
40.675735	533	< 0.1%
40.658577	502	< 0.1%
Other values (125740)	1778506	88.1%
(Missing)	229685	11.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4235	0.2%
30.78418	1	< 0.1%
34.783634	1	< 0.1%
40.4989488	2	< 0.1%
40.4991346	1	< 0.1%

Value	Count	Frequency (%)
43.344444	1	< 0.1%
42.64154	1	< 0.1%
42.318317	1	< 0.1%
42.107204	1	< 0.1%
41.91661	1	< 0.1%

LONGITUDE
Real number (ℝ)

MISSING

Distinct	97829
Distinct (%)	5.5%
Missing	229685
Missing (%)	11.4%
Infinite	0
Infinite (%)	0.0%
Mean	-73.75228388

Minimum	-201.35999
Maximum	0
Zeros	4235
Zeros (%)	0.2%
Negative	1784325
Negative (%)	88.4%
Memory size	15.4 MiB

Quantile statistics

Minimum	-201.35999
5-th percentile	-74.0349992
Q1	-73.9749344
median	-73.9273161
Q3	-73.86665
95-th percentile	-73.7631722
Maximum	0
Range	201.35999
Interquartile range (IQR)	0.1082844

Descriptive statistics

Standard deviation	3.727568036
Coefficient of variation (CV)	-0.05054173023
Kurtosis	441.0923234
Mean	-73.75228388
Median Absolute Deviation (MAD)	0.0526739
Skewness	15.98140474
Sum	-131910384.9
Variance	13.89476346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4235	0.2%
-73.89063	738	< 0.1%
-73.91282	717	< 0.1%
-73.98453	698	< 0.1%
-74.038086	672	< 0.1%
-73.91243	652	< 0.1%
-73.89686	630	< 0.1%
-73.9845292	587	< 0.1%
-73.882744	560	< 0.1%
-73.94476	559	< 0.1%
Other values (97819)	1778512	88.1%
(Missing)	229685	11.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-201.35999	1	< 0.1%
-201.23706	105	< 0.1%
-89.13527	1	< 0.1%
-86.76847	1	< 0.1%
-79.61955	1	< 0.1%

Value	Count	Frequency (%)
0	4235	0.2%
-32.768513	16	< 0.1%
-47.209625	3	< 0.1%
-73.66301	1	< 0.1%
-73.70055	2	< 0.1%

LOCATION
Text

MISSING

Distinct	274041
Distinct (%)	15.3%
Missing	229685
Missing (%)	11.4%
Memory size	15.4 MiB

Length

Max length	25
Median length	24
Mean length	22.81198618
Min length	10

Characters and Unicode

Total characters	40800606
Distinct characters	16
Distinct categories	6 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	149817 ?
Unique (%)	8.4%

Sample

1st row	(40.667202, -73.8665)
2nd row	(40.683304, -73.917274)
3rd row	(40.709183, -73.956825)
4th row	(40.86816, -73.83148)
5th row	(40.67172, -73.8971)

Value	Count	Frequency (%)
0.0	8470	0.2%
40.861862	853	< 0.1%
40.696033	742	< 0.1%
73.89063	738	< 0.1%
73.91282	717	< 0.1%
73.98453	698	< 0.1%
40.8047	691	< 0.1%
74.038086	672	< 0.1%
40.608757	671	< 0.1%
73.91243	652	< 0.1%
Other values (223568)	3562216	99.6%

Most occurring characters

Value	Count	Frequency (%)
7	4470331	11.0%
4	3869198	9.5%
.	3577120	8.8%
3	3403654	8.3%
0	3307996	8.1%
9	2629709	6.4%
8	2577886	6.3%
6	2544516	6.2%
5	2037315	5.0%
(	1788560	4.4%
Other values (6)	10594321	26.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28284921	69.3%
Other Punctuation	5365680	13.2%
Open Punctuation	1788560	4.4%
Space Separator	1788560	4.4%
Close Punctuation	1788560	4.4%
Dash Punctuation	1784325	4.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	4470331	15.8%
4	3869198	13.7%
3	3403654	12.0%
0	3307996	11.7%
9	2629709	9.3%
8	2577886	9.1%
6	2544516	9.0%
5	2037315	7.2%
2	1739489	6.1%
1	1704827	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	3577120	66.7%
,	1788560	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	1788560	100.0%

Space Separator

Value	Count	Frequency (%)
	1788560	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1788560	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1784325	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	40800606	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	4470331	11.0%
4	3869198	9.5%
.	3577120	8.8%
3	3403654	8.3%
0	3307996	8.1%
9	2629709	6.4%
8	2577886	6.3%
6	2544516	6.2%
5	2037315	5.0%
(	1788560	4.4%
Other values (6)	10594321	26.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40800606	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	4470331	11.0%
4	3869198	9.5%
.	3577120	8.8%
3	3403654	8.3%
0	3307996	8.1%
9	2629709	6.4%
8	2577886	6.3%
6	2544516	6.2%
5	2037315	5.0%
(	1788560	4.4%
Other values (6)	10594321	26.0%

ON STREET NAME
Text

MISSING

Distinct	17990
Distinct (%)	1.1%
Missing	424807
Missing (%)	21.0%
Memory size	15.4 MiB

Length

Max length	32
Median length	32
Mean length	30.02577948
Min length	2

Characters and Unicode

Total characters	47844218
Distinct characters	75
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6346 ?
Unique (%)	0.4%

Sample

1st row	WHITESTONE EXPRESSWAY
2nd row	QUEENSBORO BRIDGE UPPER
3rd row	THROGS NECK BRIDGE
4th row	SARATOGA AVENUE
5th row	MAJOR DEEGAN EXPRESSWAY RAMP

Value	Count	Frequency (%)
avenue	593450	16.1%
street	509147	13.9%
east	150248	4.1%
boulevard	124118	3.4%
west	112399	3.1%
parkway	71852	2.0%
road	66512	1.8%
expressway	60732	1.7%
island	29161	0.8%
queens	26387	0.7%
Other values (5367)	1931980	52.6%

Most occurring characters

Value	Count	Frequency (%)
	27508136	57.5%
E	3581653	7.5%
A	1899395	4.0%
T	1789078	3.7%
R	1624994	3.4%
N	1389933	2.9%
S	1371656	2.9%
U	953525	2.0%
O	846204	1.8%
V	830996	1.7%
Other values (65)	6048648	12.6%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	27508136	57.5%
Uppercase Letter	19062728	39.8%
Decimal Number	1147165	2.4%
Lowercase Letter	115400	0.2%
Other Punctuation	4436	< 0.1%
Open Punctuation	3091	< 0.1%
Close Punctuation	3087	< 0.1%
Dash Punctuation	173	< 0.1%
Math Symbol	1	< 0.1%
Control	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	3581653	18.8%
A	1899395	10.0%
T	1789078	9.4%
R	1624994	8.5%
N	1389933	7.3%
S	1371656	7.2%
U	953525	5.0%
O	846204	4.4%
V	830996	4.4%
L	625583	3.3%
Other values (16)	4149711	21.8%

Lowercase Letter

Value	Count	Frequency (%)
e	15435	13.4%
r	10192	8.8%
n	9717	8.4%
a	9624	8.3%
t	8411	7.3%
s	7077	6.1%
o	6798	5.9%
y	5680	4.9%
l	5346	4.6%
d	4456	3.9%
Other values (16)	32664	28.3%

Decimal Number

Value	Count	Frequency (%)
1	260820	22.7%
3	129868	11.3%
2	128207	11.2%
4	108794	9.5%
5	106506	9.3%
6	93244	8.1%
8	86291	7.5%
7	84717	7.4%
9	75661	6.6%
0	73057	6.4%

Other Punctuation

Value	Count	Frequency (%)
.	3275	73.8%
/	1024	23.1%
&	62	1.4%
'	37	0.8%
#	16	0.4%
,	16	0.4%
@	6	0.1%

Space Separator

Value	Count	Frequency (%)
	27508136	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3091	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3087	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	173	100.0%

Math Symbol

Value	Count	Frequency (%)
>	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	28666090	59.9%
Latin	19178128	40.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	3581653	18.7%
A	1899395	9.9%
T	1789078	9.3%
R	1624994	8.5%
N	1389933	7.2%
S	1371656	7.2%
U	953525	5.0%
O	846204	4.4%
V	830996	4.3%
L	625583	3.3%
Other values (42)	4265111	22.2%

Common

Value	Count	Frequency (%)
	27508136	96.0%
1	260820	0.9%
3	129868	0.5%
2	128207	0.4%
4	108794	0.4%
5	106506	0.4%
6	93244	0.3%
8	86291	0.3%
7	84717	0.3%
9	75661	0.3%
Other values (13)	83846	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47844218	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	27508136	57.5%
E	3581653	7.5%
A	1899395	4.0%
T	1789078	3.7%
R	1624994	3.4%
N	1389933	2.9%
S	1371656	2.9%
U	953525	2.0%
O	846204	1.8%
V	830996	1.7%
Other values (65)	6048648	12.6%

CROSS STREET NAME
Text

MISSING

Distinct	20039
Distinct (%)	1.6%
Missing	755532
Missing (%)	37.4%
Memory size	15.4 MiB

Length

Max length	32
Median length	32
Mean length	22.92086008
Min length	1

Characters and Unicode

Total characters	28942468
Distinct characters	76
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6127 ?
Unique (%)	0.5%

Sample

1st row	20 AVENUE
2nd row	DECATUR STREET
3rd row	EAST 43 STREET
4th row	EAST GATE PLAZA
5th row	west 80 street -west 81 street

Value	Count	Frequency (%)
avenue	552823	19.8%
street	449789	16.1%
east	109830	3.9%
west	70043	2.5%
boulevard	66991	2.4%
road	54298	1.9%
place	33223	1.2%
parkway	25933	0.9%
3	18440	0.7%
park	17087	0.6%
Other values (5466)	1394699	49.9%

Most occurring characters

Value	Count	Frequency (%)
	14081661	48.7%
E	2872978	9.9%
T	1422548	4.9%
A	1387639	4.8%
R	1121792	3.9%
N	1050486	3.6%
S	967745	3.3%
U	759721	2.6%
V	692944	2.4%
O	565260	2.0%
Other values (66)	4019694	13.9%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	14081661	48.7%
Uppercase Letter	13751087	47.5%
Decimal Number	1048182	3.6%
Lowercase Letter	61192	0.2%
Other Punctuation	307	< 0.1%
Dash Punctuation	27	< 0.1%
Open Punctuation	3	< 0.1%
Close Punctuation	3	< 0.1%
Control	2	< 0.1%
Math Symbol	2	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	2872978	20.9%
T	1422548	10.3%
A	1387639	10.1%
R	1121792	8.2%
N	1050486	7.6%
S	967745	7.0%
U	759721	5.5%
V	692944	5.0%
O	565260	4.1%
L	427447	3.1%
Other values (16)	2482527	18.1%

Lowercase Letter

Value	Count	Frequency (%)
e	11430	18.7%
t	6384	10.4%
a	6003	9.8%
r	5041	8.2%
n	4340	7.1%
s	4008	6.5%
o	2923	4.8%
v	2850	4.7%
u	2502	4.1%
l	2194	3.6%
Other values (16)	13517	22.1%

Decimal Number

Value	Count	Frequency (%)
1	232122	22.1%
2	123492	11.8%
3	115117	11.0%
4	94619	9.0%
5	94388	9.0%
8	83322	7.9%
7	83178	7.9%
6	82662	7.9%
9	71902	6.9%
0	67380	6.4%

Other Punctuation

Value	Count	Frequency (%)
/	127	41.4%
.	71	23.1%
&	52	16.9%
'	51	16.6%
?	3	1.0%
,	3	1.0%

Space Separator

Value	Count	Frequency (%)
	14081661	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	27	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Control

Value	Count	Frequency (%)
	2	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Other Symbol

Value	Count	Frequency (%)
�	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	15130189	52.3%
Latin	13812279	47.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	2872978	20.8%
T	1422548	10.3%
A	1387639	10.0%
R	1121792	8.1%
N	1050486	7.6%
S	967745	7.0%
U	759721	5.5%
V	692944	5.0%
O	565260	4.1%
L	427447	3.1%
Other values (42)	2543719	18.4%

Common

Value	Count	Frequency (%)
	14081661	93.1%
1	232122	1.5%
2	123492	0.8%
3	115117	0.8%
4	94619	0.6%
5	94388	0.6%
8	83322	0.6%
7	83178	0.5%
6	82662	0.5%
9	71902	0.5%
Other values (14)	67726	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28942467	> 99.9%
Specials	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	14081661	48.7%
E	2872978	9.9%
T	1422548	4.9%
A	1387639	4.8%
R	1121792	3.9%
N	1050486	3.6%
S	967745	3.3%
U	759721	2.6%
V	692944	2.4%
O	565260	2.0%
Other values (65)	4019693	13.9%

Specials

Value	Count	Frequency (%)
�	1	100.0%

OFF STREET NAME
Text

MISSING

Distinct	215352
Distinct (%)	64.8%
Missing	1685810
Missing (%)	83.5%
Memory size	15.4 MiB

Length

Max length	40
Median length	40
Mean length	36.62444388
Min length	8

Characters and Unicode

Total characters	12175247
Distinct characters	84
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	168284 ?
Unique (%)	50.6%

Sample

1st row	1211 LORING AVENUE
2nd row	344 BAYCHESTER AVENUE
3rd row	2047 PITKIN AVENUE
4th row	480 DEAN STREET
5th row	878 FLATBUSH AVENUE

Value	Count	Frequency (%)
avenue	131712	11.9%
street	119606	10.8%
east	31610	2.9%
west	22819	2.1%
boulevard	21244	1.9%
road	15677	1.4%
lot	7881	0.7%
parking	7267	0.7%
of	6915	0.6%
parkway	6580	0.6%
Other values (27326)	736012	66.5%

Most occurring characters

Value	Count	Frequency (%)
	6748483	55.4%
E	760214	6.2%
T	416075	3.4%
A	391170	3.2%
R	324575	2.7%
N	285899	2.3%
S	272712	2.2%
1	263953	2.2%
U	194023	1.6%
O	181774	1.5%
Other values (74)	2336369	19.2%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	6748483	55.4%
Uppercase Letter	3928966	32.3%
Decimal Number	1381320	11.3%
Dash Punctuation	78402	0.6%
Lowercase Letter	23864	0.2%
Other Punctuation	9578	0.1%
Open Punctuation	2311	< 0.1%
Close Punctuation	2300	< 0.1%
Modifier Symbol	17	< 0.1%
Connector Punctuation	3	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	760214	19.3%
T	416075	10.6%
A	391170	10.0%
R	324575	8.3%
N	285899	7.3%
S	272712	6.9%
U	194023	4.9%
O	181774	4.6%
V	181309	4.6%
L	137102	3.5%
Other values (16)	784113	20.0%

Lowercase Letter

Value	Count	Frequency (%)
e	3971	16.6%
t	2786	11.7%
r	2231	9.3%
a	2094	8.8%
n	1570	6.6%
s	1551	6.5%
o	1262	5.3%
v	1026	4.3%
d	963	4.0%
l	954	4.0%
Other values (16)	5456	22.9%

Other Punctuation

Value	Count	Frequency (%)
/	6431	67.1%
&	1740	18.2%
.	1001	10.5%
@	145	1.5%
,	83	0.9%
:	59	0.6%
#	54	0.6%
'	50	0.5%
*	8	0.1%
?	3	< 0.1%
Other values (2)	4	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	263953	19.1%
2	179334	13.0%
0	155779	11.3%
3	140846	10.2%
5	139658	10.1%
4	123406	8.9%
6	100790	7.3%
7	98482	7.1%
8	92988	6.7%
9	86084	6.2%

Close Punctuation

Value	Count	Frequency (%)
)	2299	> 99.9%
]	1	< 0.1%

Control

Value	Count	Frequency (%)
	1	50.0%
	1	50.0%

Space Separator

Value	Count	Frequency (%)
	6748483	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	78402	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2311	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	17	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3	100.0%

Math Symbol

Value	Count	Frequency (%)
=	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8222417	67.5%
Latin	3952830	32.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	760214	19.2%
T	416075	10.5%
A	391170	9.9%
R	324575	8.2%
N	285899	7.2%
S	272712	6.9%
U	194023	4.9%
O	181774	4.6%
V	181309	4.6%
L	137102	3.5%
Other values (42)	807977	20.4%

Common

Value	Count	Frequency (%)
	6748483	82.1%
1	263953	3.2%
2	179334	2.2%
0	155779	1.9%
3	140846	1.7%
5	139658	1.7%
4	123406	1.5%
6	100790	1.2%
7	98482	1.2%
8	92988	1.1%
Other values (22)	178698	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12175247	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6748483	55.4%
E	760214	6.2%
T	416075	3.4%
A	391170	3.2%
R	324575	2.7%
N	285899	2.3%
S	272712	2.2%
1	263953	2.2%
U	194023	1.6%
O	181774	1.5%
Other values (74)	2336369	19.2%

NUMBER OF PERSONS INJURED
Real number (ℝ)

ZEROS

Distinct	31
Distinct (%)	< 0.1%
Missing	18
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.3024248511

Minimum	0
Maximum	43
Zeros	1568357
Zeros (%)	77.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	43
Range	43
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6937633069
Coefficient of variation (CV)	2.29400231
Kurtosis	52.81943505
Mean	0.3024248511
Median Absolute Deviation (MAD)	0
Skewness	4.322086162
Sum	610362
Variance	0.481307526
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	1568357	77.7%
1	349056	17.3%
2	65772	3.3%
3	21490	1.1%
4	8002	0.4%
5	3107	0.2%
6	1285	0.1%
7	552	< 0.1%
8	243	< 0.1%
9	120	< 0.1%
Other values (21)	243	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1568357	77.7%
1	349056	17.3%
2	65772	3.3%
3	21490	1.1%
4	8002	0.4%

Value	Count	Frequency (%)
43	1	< 0.1%
40	1	< 0.1%
34	1	< 0.1%
32	1	< 0.1%
31	1	< 0.1%

NUMBER OF PERSONS KILLED
Real number (ℝ)

SKEWED ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	31
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.001446328288

Minimum	0
Maximum	8
Zeros	2015410
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04007201236
Coefficient of variation (CV)	27.70602821
Kurtosis	1973.851717
Mean	0.001446328288
Median Absolute Deviation (MAD)	0
Skewness	34.05808743
Sum	2919
Variance	0.001605766174
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	2015410	99.9%
1	2716	0.1%
2	71	< 0.1%
3	12	< 0.1%
4	3	< 0.1%
8	1	< 0.1%
5	1	< 0.1%
(Missing)	31	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2015410	99.9%
1	2716	0.1%
2	71	< 0.1%
3	12	< 0.1%
4	3	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
5	1	< 0.1%
4	3	< 0.1%
3	12	< 0.1%
2	71	< 0.1%

NUMBER OF PEDESTRIANS INJURED
Real number (ℝ)

ZEROS

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05518507416

Minimum	0
Maximum	27
Zeros	1911465
Zeros (%)	94.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	27
Range	27
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2412866552
Coefficient of variation (CV)	4.372317314
Kurtosis	137.052183
Mean	0.05518507416
Median Absolute Deviation (MAD)	0
Skewness	5.801458899
Sum	111377
Variance	0.05821925
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	1911465	94.7%
1	102865	5.1%
2	3466	0.2%
3	344	< 0.1%
4	59	< 0.1%
5	25	< 0.1%
6	11	< 0.1%
7	3	< 0.1%
9	2	< 0.1%
27	1	< 0.1%
Other values (4)	4	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1911465	94.7%
1	102865	5.1%
2	3466	0.2%
3	344	< 0.1%
4	59	< 0.1%

Value	Count	Frequency (%)
27	1	< 0.1%
19	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%
9	2	< 0.1%

NUMBER OF PEDESTRIANS KILLED
Real number (ℝ)

SKEWED ZEROS

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0007253826964

Minimum	0
Maximum	6
Zeros	2016798
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.02741555777
Coefficient of variation (CV)	37.79461229
Kurtosis	2555.389013
Mean	0.0007253826964
Median Absolute Deviation (MAD)	0
Skewness	41.90421138
Sum	1464
Variance	0.0007516128078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=4)

Value	Count	Frequency (%)
0	2016798	99.9%
1	1434	0.1%
2	12	< 0.1%
6	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2016798	99.9%
1	1434	0.1%
2	12	< 0.1%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
2	12	< 0.1%
1	1434	0.1%
0	2016798	99.9%

NUMBER OF CYCLIST INJURED
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02612467763

Minimum	0
Maximum	4
Zeros	1966117
Zeros (%)	97.4%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1614266671
Coefficient of variation (CV)	6.179087429
Kurtosis	38.34362648
Mean	0.02612467763
Median Absolute Deviation (MAD)	0
Skewness	6.17799342
Sum	52726
Variance	0.02605856886
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	1966117	97.4%
1	51553	2.6%
2	553	< 0.1%
3	21	< 0.1%
4	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1966117	97.4%
1	51553	2.6%
2	553	< 0.1%
3	21	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
4	1	< 0.1%
3	21	< 0.1%
2	553	< 0.1%
1	51553	2.6%
0	1966117	97.4%

NUMBER OF CYCLIST KILLED
Real number (ℝ)

SKEWED ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0001119784763

Minimum	0
Maximum	2
Zeros	2018020
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01062812086
Coefficient of variation (CV)	94.91217608
Kurtosis	9312.90116
Mean	0.0001119784763
Median Absolute Deviation (MAD)	0
Skewness	95.71982564
Sum	226
Variance	0.0001129569531
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	2018020	> 99.9%
1	224	< 0.1%
2	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2018020	> 99.9%
1	224	< 0.1%
2	1	< 0.1%

Value	Count	Frequency (%)
2	1	< 0.1%
1	224	< 0.1%
0	2018020	> 99.9%

NUMBER OF MOTORIST INJURED
Real number (ℝ)

ZEROS

Distinct	30
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2179888963

Minimum	0
Maximum	43
Zeros	1730540
Zeros (%)	85.7%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	43
Range	43
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6549699539
Coefficient of variation (CV)	3.004602368
Kurtosis	65.55690898
Mean	0.2179888963
Median Absolute Deviation (MAD)	0
Skewness	5.193745228
Sum	439955
Variance	0.4289856406
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	1730540	85.7%
1	193508	9.6%
2	60096	3.0%
3	20851	1.0%
4	7843	0.4%
5	3056	0.2%
6	1240	0.1%
7	527	< 0.1%
8	234	< 0.1%
9	116	< 0.1%
Other values (20)	234	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1730540	85.7%
1	193508	9.6%
2	60096	3.0%
3	20851	1.0%
4	7843	0.4%

Value	Count	Frequency (%)
43	1	< 0.1%
40	1	< 0.1%
34	1	< 0.1%
31	1	< 0.1%
30	1	< 0.1%

NUMBER OF MOTORIST KILLED
Real number (ℝ)

SKEWED ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0005896211808

Minimum	0
Maximum	5
Zeros	2017144
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.02648116975
Coefficient of variation (CV)	44.91217517
Kurtosis	4042.602393
Mean	0.0005896211808
Median Absolute Deviation (MAD)	0
Skewness	54.57753588
Sum	1190
Variance	0.0007012523514
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	2017144	99.9%
1	1031	0.1%
2	55	< 0.1%
3	12	< 0.1%
4	2	< 0.1%
5	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2017144	99.9%
1	1031	0.1%
2	55	< 0.1%
3	12	< 0.1%
4	2	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	2	< 0.1%
3	12	< 0.1%
2	55	< 0.1%
1	1031	0.1%

CONTRIBUTING FACTOR VEHICLE 1
Text

Distinct	61
Distinct (%)	< 0.1%
Missing	6348
Missing (%)	0.3%
Memory size	15.4 MiB

Length

Max length	53
Median length	43
Mean length	19.45329905
Min length	1

Characters and Unicode

Total characters	39138034
Distinct characters	55
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Aggressive Driving/Road Rage
2nd row	Pavement Slippery
3rd row	Following Too Closely
4th row	Unspecified
5th row	Unspecified

Value	Count	Frequency (%)
unspecified	692736	17.3%
driver	432536	10.8%
inattention/distraction	401262	10.0%
too	157315	3.9%
closely	157315	3.9%
to	143244	3.6%
failure	125196	3.1%
yield	119166	3.0%
right-of-way	119166	3.0%
following	107467	2.7%
Other values (96)	1540479	38.6%

Most occurring characters

Value	Count	Frequency (%)
i	4413995	11.3%
e	3990869	10.2%
n	3401289	8.7%
t	2707853	6.9%
o	2302244	5.9%
r	2289239	5.8%
s	2040012	5.2%
	1983985	5.1%
a	1925256	4.9%
c	1515443	3.9%
Other values (45)	12567849	32.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	31977468	81.7%
Uppercase Letter	4423958	11.3%
Space Separator	1983985	5.1%
Other Punctuation	508165	1.3%
Dash Punctuation	240030	0.6%
Open Punctuation	2108	< 0.1%
Close Punctuation	2108	< 0.1%
Decimal Number	212	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	4413995	13.8%
e	3990869	12.5%
n	3401289	10.6%
t	2707853	8.5%
o	2302244	7.2%
r	2289239	7.2%
s	2040012	6.4%
a	1925256	6.0%
c	1515443	4.7%
l	1207962	3.8%
Other values (15)	6183306	19.3%

Uppercase Letter

Value	Count	Frequency (%)
D	976406	22.1%
U	910860	20.6%
I	569111	12.9%
F	287918	6.5%
C	276081	6.2%
T	246158	5.6%
P	178719	4.0%
R	162979	3.7%
L	129923	2.9%
W	120252	2.7%
Other values (12)	565551	12.8%

Decimal Number

Value	Count	Frequency (%)
8	101	47.6%
0	101	47.6%
1	10	4.7%

Space Separator

Value	Count	Frequency (%)
	1983985	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	508165	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	240030	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2108	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2108	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	36401426	93.0%
Common	2736608	7.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	4413995	12.1%
e	3990869	11.0%
n	3401289	9.3%
t	2707853	7.4%
o	2302244	6.3%
r	2289239	6.3%
s	2040012	5.6%
a	1925256	5.3%
c	1515443	4.2%
l	1207962	3.3%
Other values (37)	10607264	29.1%

Common

Value	Count	Frequency (%)
	1983985	72.5%
/	508165	18.6%
-	240030	8.8%
(	2108	0.1%
)	2108	0.1%
8	101	< 0.1%
0	101	< 0.1%
1	10	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39138034	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	4413995	11.3%
e	3990869	10.2%
n	3401289	8.7%
t	2707853	6.9%
o	2302244	5.9%
r	2289239	5.8%
s	2040012	5.2%
	1983985	5.1%
a	1925256	4.9%
c	1515443	3.9%
Other values (45)	12567849	32.1%

CONTRIBUTING FACTOR VEHICLE 2
Text

MISSING

Distinct	61
Distinct (%)	< 0.1%
Missing	307909
Missing (%)	15.3%
Memory size	15.4 MiB

Length

Max length	53
Median length	11
Mean length	13.0438674
Min length	1

Characters and Unicode

Total characters	22309396
Distinct characters	55
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Unspecified
2nd row	Unspecified
3rd row	Unspecified
4th row	Unspecified
5th row	Unspecified

Value	Count	Frequency (%)
unspecified	1440015	68.7%
driver	98225	4.7%
inattention/distraction	91712	4.4%
other	32434	1.5%
vehicular	31373	1.5%
too	26844	1.3%
closely	26844	1.3%
to	21040	1.0%
passing	20921	1.0%
lane	19538	0.9%
Other values (96)	288274	13.7%

Most occurring characters

Value	Count	Frequency (%)
i	3517830	15.8%
e	3423220	15.3%
n	1999138	9.0%
s	1714454	7.7%
c	1625212	7.3%
d	1511422	6.8%
p	1507909	6.8%
f	1494364	6.7%
U	1475432	6.6%
t	603217	2.7%
Other values (45)	3437198	15.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	19575504	87.7%
Uppercase Letter	2196560	9.8%
Space Separator	386884	1.7%
Other Punctuation	115746	0.5%
Dash Punctuation	34091	0.2%
Open Punctuation	281	< 0.1%
Close Punctuation	281	< 0.1%
Decimal Number	49	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	3517830	18.0%
e	3423220	17.5%
n	1999138	10.2%
s	1714454	8.8%
c	1625212	8.3%
d	1511422	7.7%
p	1507909	7.7%
f	1494364	7.6%
t	603217	3.1%
r	526160	2.7%
Other values (15)	1652578	8.4%

Uppercase Letter

Value	Count	Frequency (%)
U	1475432	67.2%
D	218605	10.0%
I	123089	5.6%
C	51127	2.3%
F	47323	2.2%
T	43230	2.0%
O	43189	2.0%
V	40393	1.8%
P	36364	1.7%
L	27874	1.3%
Other values (12)	89934	4.1%

Decimal Number

Value	Count	Frequency (%)
8	22	44.9%
0	22	44.9%
1	5	10.2%

Space Separator

Value	Count	Frequency (%)
	386884	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	115746	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	34091	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	281	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	281	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	21772064	97.6%
Common	537332	2.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	3517830	16.2%
e	3423220	15.7%
n	1999138	9.2%
s	1714454	7.9%
c	1625212	7.5%
d	1511422	6.9%
p	1507909	6.9%
f	1494364	6.9%
U	1475432	6.8%
t	603217	2.8%
Other values (37)	2899866	13.3%

Common

Value	Count	Frequency (%)
	386884	72.0%
/	115746	21.5%
-	34091	6.3%
(	281	0.1%
)	281	0.1%
8	22	< 0.1%
0	22	< 0.1%
1	5	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22309396	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	3517830	15.8%
e	3423220	15.3%
n	1999138	9.0%
s	1714454	7.7%
c	1625212	7.3%
d	1511422	6.8%
p	1507909	6.8%
f	1494364	6.7%
U	1475432	6.6%
t	603217	2.7%
Other values (45)	3437198	15.4%

CONTRIBUTING FACTOR VEHICLE 3
Text

MISSING

Distinct	51
Distinct (%)	< 0.1%
Missing	1875114
Missing (%)	92.9%
Memory size	15.4 MiB

Length

Max length	53
Median length	11
Mean length	11.65463107
Min length	1

Characters and Unicode

Total characters	1668139
Distinct characters	55
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	Unspecified
2nd row	Unspecified
3rd row	Unspecified
4th row	Unspecified
5th row	Unspecified

Value	Count	Frequency (%)
unspecified	133444	85.9%
other	2706	1.7%
vehicular	2666	1.7%
driver	2060	1.3%
too	1909	1.2%
closely	1909	1.2%
inattention/distraction	1885	1.2%
following	1859	1.2%
fatigued/drowsy	853	0.5%
pavement	394	0.3%
Other values (79)	5691	3.7%

Most occurring characters

Value	Count	Frequency (%)
e	285087	17.1%
i	283874	17.0%
n	146282	8.8%
s	140137	8.4%
c	139607	8.4%
d	135503	8.1%
p	135033	8.1%
f	134321	8.1%
U	134069	8.0%
o	16543	1.0%
Other values (45)	117683	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1494483	89.6%
Uppercase Letter	158061	9.5%
Space Separator	12245	0.7%
Other Punctuation	3016	0.2%
Dash Punctuation	303	< 0.1%
Open Punctuation	12	< 0.1%
Close Punctuation	12	< 0.1%
Decimal Number	7	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	285087	19.1%
i	283874	19.0%
n	146282	9.8%
s	140137	9.4%
c	139607	9.3%
d	135503	9.1%
p	135033	9.0%
f	134321	9.0%
o	16543	1.1%
t	15513	1.0%
Other values (15)	62583	4.2%

Uppercase Letter

Value	Count	Frequency (%)
U	134069	84.8%
D	5387	3.4%
O	3026	1.9%
F	2952	1.9%
V	2940	1.9%
I	2387	1.5%
C	2381	1.5%
T	2163	1.4%
P	670	0.4%
S	532	0.3%
Other values (12)	1554	1.0%

Decimal Number

Value	Count	Frequency (%)
8	3	42.9%
0	3	42.9%
1	1	14.3%

Space Separator

Value	Count	Frequency (%)
	12245	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	3016	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	303	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	12	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1652544	99.1%
Common	15595	0.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	285087	17.3%
i	283874	17.2%
n	146282	8.9%
s	140137	8.5%
c	139607	8.4%
d	135503	8.2%
p	135033	8.2%
f	134321	8.1%
U	134069	8.1%
o	16543	1.0%
Other values (37)	102088	6.2%

Common

Value	Count	Frequency (%)
	12245	78.5%
/	3016	19.3%
-	303	1.9%
(	12	0.1%
)	12	0.1%
8	3	< 0.1%
0	3	< 0.1%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1668139	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	285087	17.1%
i	283874	17.0%
n	146282	8.8%
s	140137	8.4%
c	139607	8.4%
d	135503	8.1%
p	135033	8.1%
f	134321	8.1%
U	134069	8.0%
o	16543	1.0%
Other values (45)	117683	7.1%

CONTRIBUTING FACTOR VEHICLE 4
Text

MISSING

Distinct	41
Distinct (%)	0.1%
Missing	1986122
Missing (%)	98.4%
Memory size	15.4 MiB

Length

Max length	43
Median length	11
Mean length	11.48706534
Min length	5

Characters and Unicode

Total characters	368999
Distinct characters	51
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	< 0.1%

Sample

1st row	Unspecified
2nd row	Unspecified
3rd row	Unspecified
4th row	Unspecified
5th row	Unspecified

Value	Count	Frequency (%)
unspecified	30317	88.3%
other	584	1.7%
vehicular	575	1.7%
too	374	1.1%
closely	374	1.1%
following	369	1.1%
driver	293	0.9%
inattention/distraction	266	0.8%
fatigued/drowsy	170	0.5%
pavement	113	0.3%
Other values (64)	911	2.7%

Most occurring characters

Value	Count	Frequency (%)
e	64025	17.4%
i	63468	17.2%
n	32294	8.8%
c	31426	8.5%
s	31411	8.5%
d	30663	8.3%
p	30657	8.3%
f	30435	8.2%
U	30412	8.2%
o	2938	0.8%
Other values (41)	21270	5.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	331505	89.8%
Uppercase Letter	34758	9.4%
Space Separator	2223	0.6%
Other Punctuation	471	0.1%
Dash Punctuation	34	< 0.1%
Open Punctuation	4	< 0.1%
Close Punctuation	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	64025	19.3%
i	63468	19.1%
n	32294	9.7%
c	31426	9.5%
s	31411	9.5%
d	30663	9.2%
p	30657	9.2%
f	30435	9.2%
o	2938	0.9%
r	2638	0.8%
Other values (15)	11550	3.5%

Uppercase Letter

Value	Count	Frequency (%)
U	30412	87.5%
D	837	2.4%
O	637	1.8%
V	621	1.8%
F	583	1.7%
C	434	1.2%
T	403	1.2%
I	336	1.0%
S	139	0.4%
P	136	0.4%
Other values (11)	220	0.6%

Space Separator

Value	Count	Frequency (%)
	2223	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	471	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	34	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	366263	99.3%
Common	2736	0.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	64025	17.5%
i	63468	17.3%
n	32294	8.8%
c	31426	8.6%
s	31411	8.6%
d	30663	8.4%
p	30657	8.4%
f	30435	8.3%
U	30412	8.3%
o	2938	0.8%
Other values (36)	18534	5.1%

Common

Value	Count	Frequency (%)
	2223	81.2%
/	471	17.2%
-	34	1.2%
(	4	0.1%
)	4	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	368999	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	64025	17.4%
i	63468	17.2%
n	32294	8.8%
c	31426	8.5%
s	31411	8.5%
d	30663	8.3%
p	30657	8.3%
f	30435	8.2%
U	30412	8.2%
o	2938	0.8%
Other values (41)	21270	5.8%

CONTRIBUTING FACTOR VEHICLE 5
Text

MISSING

Distinct	30
Distinct (%)	0.3%
Missing	2009575
Missing (%)	99.6%
Memory size	15.4 MiB

Length

Max length	43
Median length	11
Mean length	11.46758939
Min length	5

Characters and Unicode

Total characters	99424
Distinct characters	50
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	0.1%

Sample

1st row	Unspecified
2nd row	Unspecified
3rd row	Unspecified
4th row	Unspecified
5th row	Unspecified

Value	Count	Frequency (%)
unspecified	8177	88.3%
other	168	1.8%
vehicular	166	1.8%
too	91	1.0%
closely	91	1.0%
following	89	1.0%
driver	73	0.8%
inattention/distraction	63	0.7%
pavement	48	0.5%
slippery	47	0.5%
Other values (47)	247	2.7%

Most occurring characters

Value	Count	Frequency (%)
e	17320	17.4%
i	17093	17.2%
n	8685	8.7%
c	8481	8.5%
s	8434	8.5%
p	8299	8.3%
d	8262	8.3%
f	8204	8.3%
U	8200	8.2%
o	729	0.7%
Other values (40)	5717	5.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	89345	89.9%
Uppercase Letter	9359	9.4%
Space Separator	590	0.6%
Other Punctuation	115	0.1%
Dash Punctuation	11	< 0.1%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	17320	19.4%
i	17093	19.1%
n	8685	9.7%
c	8481	9.5%
s	8434	9.4%
p	8299	9.3%
d	8262	9.2%
f	8204	9.2%
o	729	0.8%
r	715	0.8%
Other values (15)	3123	3.5%

Uppercase Letter

Value	Count	Frequency (%)
U	8200	87.6%
D	204	2.2%
O	184	2.0%
V	179	1.9%
F	142	1.5%
C	103	1.1%
T	97	1.0%
I	87	0.9%
S	57	0.6%
P	51	0.5%
Other values (10)	55	0.6%

Space Separator

Value	Count	Frequency (%)
	590	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	115	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	98704	99.3%
Common	720	0.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	17320	17.5%
i	17093	17.3%
n	8685	8.8%
c	8481	8.6%
s	8434	8.5%
p	8299	8.4%
d	8262	8.4%
f	8204	8.3%
U	8200	8.3%
o	729	0.7%
Other values (35)	4997	5.1%

Common

Value	Count	Frequency (%)
	590	81.9%
/	115	16.0%
-	11	1.5%
(	2	0.3%
)	2	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	17320	17.4%
i	17093	17.2%
n	8685	8.7%
c	8481	8.5%
s	8434	8.5%
p	8299	8.3%
d	8262	8.3%
f	8204	8.3%
U	8200	8.2%
o	729	0.7%
Other values (40)	5717	5.8%

COLLISION_ID
Real number (ℝ)

UNIQUE

Distinct	2018245
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3116454.661

Minimum	22
Maximum	4655026
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.4 MiB

Quantile statistics

Minimum	22
5-th percentile	101751.2
Q1	3140681
median	3645346
Q3	4150156
95-th percentile	4553890.8
Maximum	4655026
Range	4655004
Interquartile range (IQR)	1009475

Descriptive statistics

Standard deviation	1503996.846
Coefficient of variation (CV)	0.4825986609
Kurtosis	-0.1124875456
Mean	3116454.661
Median Absolute Deviation (MAD)	504738
Skewness	-1.204533211
Sum	6.289769037 × 10¹²
Variance	2.262006513 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4455765	1	< 0.1%
3215029	1	< 0.1%
3210593	1	< 0.1%
3210501	1	< 0.1%
3218613	1	< 0.1%
3212622	1	< 0.1%
3224369	1	< 0.1%
3213701	1	< 0.1%
3228991	1	< 0.1%
3224246	1	< 0.1%
Other values (2018235)	2018235	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
25	1	< 0.1%
26	1	< 0.1%

Value	Count	Frequency (%)
4655026	1	< 0.1%
4655023	1	< 0.1%
4655021	1	< 0.1%
4655019	1	< 0.1%
4655016	1	< 0.1%

VEHICLE TYPE CODE 1
Text

Distinct	1562
Distinct (%)	0.1%
Missing	12677
Missing (%)	0.6%
Memory size	15.4 MiB

Length

Max length	38
Median length	35
Mean length	16.90862938
Min length	1

Characters and Unicode

Total characters	33911406
Distinct characters	75
Distinct categories	11 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	944 ?
Unique (%)	< 0.1%

Sample

1st row	Sedan
2nd row	Sedan
3rd row	Sedan
4th row	Sedan
5th row	Dump

Value	Count	Frequency (%)
vehicle	860450	18.1%
utility	613996	12.9%
station	613956	12.9%
sedan	593505	12.5%
wagon/sport	433665	9.1%
passenger	416217	8.7%
	181583	3.8%
wagon	180349	3.8%
sport	180291	3.8%
truck	83089	1.7%
Other values (918)	604471	12.7%

Most occurring characters

Value	Count	Frequency (%)
	2769224	8.2%
S	2669549	7.9%
t	2199918	6.5%
i	1853656	5.5%
E	1817948	5.4%
a	1551343	4.6%
e	1540361	4.5%
n	1481788	4.4%
o	1372162	4.0%
T	1136684	3.4%
Other values (65)	15518773	45.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	15401306	45.4%
Lowercase Letter	14949349	44.1%
Space Separator	2769224	8.2%
Other Punctuation	615298	1.8%
Decimal Number	70965	0.2%
Dash Punctuation	50031	0.1%
Open Punctuation	27616	0.1%
Close Punctuation	27613	0.1%
Modifier Symbol	2	< 0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	2669549	17.3%
E	1817948	11.8%
T	1136684	7.4%
I	1051994	6.8%
V	933305	6.1%
A	874896	5.7%
N	865293	5.6%
R	723411	4.7%
U	675992	4.4%
L	667524	4.3%
Other values (16)	3984710	25.9%

Lowercase Letter

Value	Count	Frequency (%)
t	2199918	14.7%
i	1853656	12.4%
a	1551343	10.4%
e	1540361	10.3%
n	1481788	9.9%
o	1372162	9.2%
l	902170	6.0%
d	641319	4.3%
r	600544	4.0%
c	574275	3.8%
Other values (15)	2231813	14.9%

Decimal Number

Value	Count	Frequency (%)
4	53397	75.2%
6	14403	20.3%
2	2675	3.8%
3	321	0.5%
1	55	0.1%
5	42	0.1%
0	36	0.1%
9	20	< 0.1%
8	9	< 0.1%
7	7	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
/	615272	> 99.9%
.	13	< 0.1%
#	6	< 0.1%
,	3	< 0.1%
'	2	< 0.1%
?	1	< 0.1%
&	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2769224	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	50031	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	27616	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	27613	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Other Symbol

Value	Count	Frequency (%)
�	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	30350655	89.5%
Common	3560751	10.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	2669549	8.8%
t	2199918	7.2%
i	1853656	6.1%
E	1817948	6.0%
a	1551343	5.1%
e	1540361	5.1%
n	1481788	4.9%
o	1372162	4.5%
T	1136684	3.7%
I	1051994	3.5%
Other values (41)	13675252	45.1%

Common

Value	Count	Frequency (%)
	2769224	77.8%
/	615272	17.3%
4	53397	1.5%
-	50031	1.4%
(	27616	0.8%
)	27613	0.8%
6	14403	0.4%
2	2675	0.1%
3	321	< 0.1%
1	55	< 0.1%
Other values (14)	144	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33911405	> 99.9%
Specials	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2769224	8.2%
S	2669549	7.9%
t	2199918	6.5%
i	1853656	5.5%
E	1817948	5.4%
a	1551343	4.6%
e	1540361	4.5%
n	1481788	4.4%
o	1372162	4.0%
T	1136684	3.4%
Other values (64)	15518772	45.8%

Specials

Value	Count	Frequency (%)
�	1	100.0%

VEHICLE TYPE CODE 2
Text

MISSING

Distinct	1739
Distinct (%)	0.1%
Missing	376990
Missing (%)	18.7%
Memory size	15.4 MiB

Length

Max length	38
Median length	30
Mean length	16.11302509
Min length	1

Characters and Unicode

Total characters	26445583
Distinct characters	72
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1034 ?
Unique (%)	0.1%

Sample

1st row	Sedan
2nd row	Pick-up Truck
3rd row	Sedan
4th row	Tractor Truck Diesel
5th row	Sedan

Value	Count	Frequency (%)
vehicle	642409	17.1%
utility	455446	12.1%
station	455422	12.1%
sedan	420741	11.2%
passenger	318610	8.5%
wagon/sport	315218	8.4%
	141437	3.8%
wagon	140256	3.7%
sport	140204	3.7%
truck	82388	2.2%
Other values (971)	643153	17.1%

Most occurring characters

Value	Count	Frequency (%)
	2126995	8.0%
S	1993078	7.5%
t	1607094	6.1%
E	1437058	5.4%
i	1380800	5.2%
e	1145297	4.3%
a	1125945	4.3%
n	1069195	4.0%
o	1020212	3.9%
T	915148	3.5%
Other values (62)	12624761	47.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	12576139	47.6%
Lowercase Letter	11123251	42.1%
Space Separator	2126995	8.0%
Other Punctuation	456724	1.7%
Decimal Number	59135	0.2%
Dash Punctuation	50036	0.2%
Open Punctuation	26652	0.1%
Close Punctuation	26649	0.1%
Modifier Symbol	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	1993078	15.8%
E	1437058	11.4%
T	915148	7.3%
N	869229	6.9%
I	842049	6.7%
V	709350	5.6%
A	685071	5.4%
O	587828	4.7%
R	577759	4.6%
U	573837	4.6%
Other values (16)	3385732	26.9%

Lowercase Letter

Value	Count	Frequency (%)
t	1607094	14.4%
i	1380800	12.4%
e	1145297	10.3%
a	1125945	10.1%
n	1069195	9.6%
o	1020212	9.2%
l	661121	5.9%
r	470682	4.2%
d	458514	4.1%
c	449963	4.0%
Other values (15)	1734428	15.6%

Decimal Number

Value	Count	Frequency (%)
4	43057	72.8%
6	13694	23.2%
2	1958	3.3%
3	285	0.5%
0	53	0.1%
1	41	0.1%
5	27	< 0.1%
9	8	< 0.1%
8	7	< 0.1%
7	5	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
/	456704	> 99.9%
.	11	< 0.1%
'	3	< 0.1%
,	2	< 0.1%
#	2	< 0.1%
?	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2126995	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	50036	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	26652	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	26649	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23699390	89.6%
Common	2746193	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	1993078	8.4%
t	1607094	6.8%
E	1437058	6.1%
i	1380800	5.8%
e	1145297	4.8%
a	1125945	4.8%
n	1069195	4.5%
o	1020212	4.3%
T	915148	3.9%
N	869229	3.7%
Other values (41)	11136334	47.0%

Common

Value	Count	Frequency (%)
	2126995	77.5%
/	456704	16.6%
-	50036	1.8%
4	43057	1.6%
(	26652	1.0%
)	26649	1.0%
6	13694	0.5%
2	1958	0.1%
3	285	< 0.1%
0	53	< 0.1%
Other values (11)	110	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26445583	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2126995	8.0%
S	1993078	7.5%
t	1607094	6.1%
E	1437058	5.4%
i	1380800	5.2%
e	1145297	4.3%
a	1125945	4.3%
n	1069195	4.0%
o	1020212	3.9%
T	915148	3.5%
Other values (62)	12624761	47.7%

VEHICLE TYPE CODE 3
Text

MISSING

Distinct	246
Distinct (%)	0.2%
Missing	1880098
Missing (%)	93.2%
Memory size	15.4 MiB

Length

Max length	35
Median length	30
Mean length	17.68346037
Min length	2

Characters and Unicode

Total characters	2442917
Distinct characters	62
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	142 ?
Unique (%)	0.1%

Sample

1st row	Sedan
2nd row	Station Wagon/Sport Utility Vehicle
3rd row	Sedan
4th row	Sedan
5th row	Sedan

Value	Count	Frequency (%)
vehicle	62326	18.5%
utility	47537	14.1%
station	47535	14.1%
sedan	44904	13.4%
wagon/sport	34176	10.2%
passenger	27716	8.2%
	13436	4.0%
sport	13358	4.0%
wagon	13358	4.0%
truck	4094	1.2%
Other values (201)	27838	8.3%

Most occurring characters

Value	Count	Frequency (%)
	198566	8.1%
S	194466	8.0%
t	172204	7.0%
i	142271	5.8%
a	116663	4.8%
E	116377	4.8%
e	116165	4.8%
n	114066	4.7%
o	105313	4.3%
T	76669	3.1%
Other values (52)	1090157	44.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1127807	46.2%
Uppercase Letter	1060635	43.4%
Space Separator	198566	8.1%
Other Punctuation	47613	1.9%
Decimal Number	3640	0.1%
Dash Punctuation	2904	0.1%
Open Punctuation	876	< 0.1%
Close Punctuation	876	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	194466	18.3%
E	116377	11.0%
T	76669	7.2%
I	71395	6.7%
N	65711	6.2%
V	65393	6.2%
A	57912	5.5%
U	52569	5.0%
W	50920	4.8%
O	46577	4.4%
Other values (15)	262646	24.8%

Lowercase Letter

Value	Count	Frequency (%)
t	172204	15.3%
i	142271	12.6%
a	116663	10.3%
e	116165	10.3%
n	114066	10.1%
o	105313	9.3%
l	69668	6.2%
d	47840	4.2%
r	42374	3.8%
c	41169	3.7%
Other values (14)	160074	14.2%

Decimal Number

Value	Count	Frequency (%)
4	2998	82.4%
6	442	12.1%
2	185	5.1%
3	10	0.3%
8	2	0.1%
1	1	< 0.1%
0	1	< 0.1%
5	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	198566	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	47613	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2904	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	876	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	876	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2188442	89.6%
Common	254475	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	194466	8.9%
t	172204	7.9%
i	142271	6.5%
a	116663	5.3%
E	116377	5.3%
e	116165	5.3%
n	114066	5.2%
o	105313	4.8%
T	76669	3.5%
I	71395	3.3%
Other values (39)	962853	44.0%

Common

Value	Count	Frequency (%)
	198566	78.0%
/	47613	18.7%
4	2998	1.2%
-	2904	1.1%
(	876	0.3%
)	876	0.3%
6	442	0.2%
2	185	0.1%
3	10	< 0.1%
8	2	< 0.1%
Other values (3)	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2442917	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	198566	8.1%
S	194466	8.0%
t	172204	7.0%
i	142271	5.8%
a	116663	4.8%
E	116377	4.8%
e	116165	4.8%
n	114066	4.7%
o	105313	4.3%
T	76669	3.1%
Other values (52)	1090157	44.6%

VEHICLE TYPE CODE 4
Text

MISSING

Distinct	99
Distinct (%)	0.3%
Missing	1987193
Missing (%)	98.5%
Memory size	15.4 MiB

Length

Max length	35
Median length	30
Mean length	17.95169393
Min length	2

Characters and Unicode

Total characters	557436
Distinct characters	57
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	43 ?
Unique (%)	0.1%

Sample

1st row	Station Wagon/Sport Utility Vehicle
2nd row	Sedan
3rd row	Station Wagon/Sport Utility Vehicle
4th row	Sedan
5th row	Sedan

Value	Count	Frequency (%)
vehicle	14336	18.9%
utility	11162	14.7%
station	11162	14.7%
sedan	10798	14.2%
wagon/sport	8310	10.9%
passenger	5969	7.9%
	2859	3.8%
sport	2852	3.8%
wagon	2852	3.8%
truck	744	1.0%
Other values (101)	4929	6.5%

Most occurring characters

Value	Count	Frequency (%)
	44977	8.1%
S	44695	8.0%
t	41751	7.5%
i	34281	6.1%
a	28042	5.0%
e	27840	5.0%
n	27549	4.9%
o	25366	4.6%
E	24666	4.4%
l	16836	3.0%
Other values (47)	241433	43.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	270351	48.5%
Uppercase Letter	229384	41.1%
Space Separator	44977	8.1%
Other Punctuation	11169	2.0%
Decimal Number	726	0.1%
Dash Punctuation	601	0.1%
Open Punctuation	114	< 0.1%
Close Punctuation	114	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	44695	19.5%
E	24666	10.8%
T	15986	7.0%
I	15047	6.6%
V	14816	6.5%
N	13718	6.0%
A	12213	5.3%
U	12053	5.3%
W	11770	5.1%
O	9650	4.2%
Other values (14)	54770	23.9%

Lowercase Letter

Value	Count	Frequency (%)
t	41751	15.4%
i	34281	12.7%
a	28042	10.4%
e	27840	10.3%
n	27549	10.2%
o	25366	9.4%
l	16836	6.2%
d	11436	4.2%
r	9863	3.6%
c	9621	3.6%
Other values (13)	37766	14.0%

Decimal Number

Value	Count	Frequency (%)
4	623	85.8%
6	58	8.0%
2	42	5.8%
3	2	0.3%
5	1	0.1%

Space Separator

Value	Count	Frequency (%)
	44977	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	11169	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	601	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	114	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	114	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	499735	89.6%
Common	57701	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	44695	8.9%
t	41751	8.4%
i	34281	6.9%
a	28042	5.6%
e	27840	5.6%
n	27549	5.5%
o	25366	5.1%
E	24666	4.9%
l	16836	3.4%
T	15986	3.2%
Other values (37)	212723	42.6%

Common

Value	Count	Frequency (%)
	44977	77.9%
/	11169	19.4%
4	623	1.1%
-	601	1.0%
(	114	0.2%
)	114	0.2%
6	58	0.1%
2	42	0.1%
3	2	< 0.1%
5	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	557436	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	44977	8.1%
S	44695	8.0%
t	41751	7.5%
i	34281	6.1%
a	28042	5.0%
e	27840	5.0%
n	27549	4.9%
o	25366	4.6%
E	24666	4.4%
l	16836	3.0%
Other values (47)	241433	43.3%

VEHICLE TYPE CODE 5
Text

MISSING

Distinct	67
Distinct (%)	0.8%
Missing	2009835
Missing (%)	99.6%
Memory size	15.4 MiB

Length

Max length	35
Median length	30
Mean length	18.23008323
Min length	2

Characters and Unicode

Total characters	153315
Distinct characters	54
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28 ?
Unique (%)	0.3%

Sample

1st row	Station Wagon/Sport Utility Vehicle
2nd row	Station Wagon/Sport Utility Vehicle
3rd row	Sedan
4th row	Sedan
5th row	Station Wagon/Sport Utility Vehicle

Value	Count	Frequency (%)
vehicle	3859	18.5%
station	3165	15.2%
utility	3165	15.2%
sedan	2989	14.3%
wagon/sport	2363	11.3%
passenger	1487	7.1%
	804	3.9%
wagon	804	3.9%
sport	802	3.8%
truck	233	1.1%
Other values (63)	1164	5.6%

Most occurring characters

Value	Count	Frequency (%)
	12435	8.1%
S	12204	8.0%
t	11882	7.8%
i	9751	6.4%
a	7881	5.1%
e	7836	5.1%
n	7768	5.1%
o	7235	4.7%
E	6126	4.0%
l	4789	3.1%
Other values (44)	65408	42.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	76600	50.0%
Uppercase Letter	60724	39.6%
Space Separator	12435	8.1%
Other Punctuation	3167	2.1%
Dash Punctuation	182	0.1%
Decimal Number	161	0.1%
Close Punctuation	23	< 0.1%
Open Punctuation	23	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	12204	20.1%
E	6126	10.1%
T	4486	7.4%
I	4008	6.6%
V	3967	6.5%
N	3429	5.6%
U	3336	5.5%
W	3264	5.4%
A	3211	5.3%
O	2625	4.3%
Other values (13)	14068	23.2%

Lowercase Letter

Value	Count	Frequency (%)
t	11882	15.5%
i	9751	12.7%
a	7881	10.3%
e	7836	10.2%
n	7768	10.1%
o	7235	9.4%
l	4789	6.3%
d	3134	4.1%
r	2797	3.7%
c	2783	3.6%
Other values (12)	10744	14.0%

Decimal Number

Value	Count	Frequency (%)
4	133	82.6%
2	14	8.7%
6	13	8.1%
3	1	0.6%

Space Separator

Value	Count	Frequency (%)
	12435	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	3167	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	182	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	23	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	137324	89.6%
Common	15991	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	12204	8.9%
t	11882	8.7%
i	9751	7.1%
a	7881	5.7%
e	7836	5.7%
n	7768	5.7%
o	7235	5.3%
E	6126	4.5%
l	4789	3.5%
T	4486	3.3%
Other values (35)	57366	41.8%

Common

Value	Count	Frequency (%)
	12435	77.8%
/	3167	19.8%
-	182	1.1%
4	133	0.8%
)	23	0.1%
(	23	0.1%
2	14	0.1%
6	13	0.1%
3	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	153315	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	12435	8.1%
S	12204	8.0%
t	11882	7.8%
i	9751	6.4%
a	7881	5.1%
e	7836	5.1%
n	7768	5.1%
o	7235	4.7%
E	6126	4.0%
l	4789	3.1%
Other values (44)	65408	42.7%

VEHICLE COMBINATION
Text

MISSING

Distinct	6896
Distinct (%)	0.4%
Missing	377001
Missing (%)	18.7%
Memory size	15.4 MiB

Length

Max length	76
Median length	62
Mean length	36.19103863
Min length	7

Characters and Unicode

Total characters	59398325
Distinct characters	75
Distinct categories	11 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4090 ?
Unique (%)	0.2%

Sample

1st row	Sedan & Sedan
2nd row	Sedan & Pick-up Truck
3rd row	Dump & Sedan
4th row	Sedan & Tractor Truck Diesel
5th row	Sedan & Sedan

Value	Count	Frequency (%)
	1948098	20.8%
vehicle	1363891	14.6%
utility	953605	10.2%
station	953548	10.2%
sedan	867714	9.3%
passenger	696733	7.5%
wagon/sport	649058	6.9%
wagon	304589	3.3%
sport	304490	3.3%
truck	152985	1.6%
Other values (1286)	1153821	12.3%

Most occurring characters

Value	Count	Frequency (%)
	7732432	13.0%
S	4210722	7.1%
t	3299762	5.6%
E	3086019	5.2%
i	2808213	4.7%
e	2317561	3.9%
a	2315807	3.9%
n	2200992	3.7%
o	2075497	3.5%
T	1939228	3.3%
Other values (65)	27412092	46.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	26125391	44.0%
Lowercase Letter	22629558	38.1%
Space Separator	7732432	13.0%
Other Punctuation	2597271	4.4%
Decimal Number	119348	0.2%
Dash Punctuation	90358	0.2%
Open Punctuation	51983	0.1%
Close Punctuation	51978	0.1%
Modifier Symbol	4	< 0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	4210722	16.1%
E	3086019	11.8%
T	1939228	7.4%
I	1799254	6.9%
N	1644443	6.3%
V	1496260	5.7%
A	1480190	5.7%
R	1234828	4.7%
O	1175045	4.5%
L	1146833	4.4%
Other values (16)	6912569	26.5%

Lowercase Letter

Value	Count	Frequency (%)
t	3299762	14.6%
i	2808213	12.4%
e	2317561	10.2%
a	2315807	10.2%
n	2200992	9.7%
o	2075497	9.2%
l	1356191	6.0%
d	943862	4.2%
r	940138	4.2%
c	896528	4.0%
Other values (15)	3475007	15.4%

Decimal Number

Value	Count	Frequency (%)
4	87575	73.4%
6	26854	22.5%
2	4087	3.4%
3	550	0.5%
1	86	0.1%
0	79	0.1%
5	62	0.1%
9	27	< 0.1%
8	16	< 0.1%
7	12	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
&	1641245	63.2%
/	955991	36.8%
.	18	< 0.1%
#	7	< 0.1%
,	4	< 0.1%
'	3	< 0.1%
?	3	< 0.1%

Space Separator

Value	Count	Frequency (%)
	7732432	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	90358	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	51983	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	51978	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	4	100.0%

Other Symbol

Value	Count	Frequency (%)
�	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	48754949	82.1%
Common	10643376	17.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	4210722	8.6%
t	3299762	6.8%
E	3086019	6.3%
i	2808213	5.8%
e	2317561	4.8%
a	2315807	4.7%
n	2200992	4.5%
o	2075497	4.3%
T	1939228	4.0%
I	1799254	3.7%
Other values (41)	22701894	46.6%

Common

Value	Count	Frequency (%)
	7732432	72.7%
&	1641245	15.4%
/	955991	9.0%
-	90358	0.8%
4	87575	0.8%
(	51983	0.5%
)	51978	0.5%
6	26854	0.3%
2	4087	< 0.1%
3	550	< 0.1%
Other values (14)	323	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	59398324	> 99.9%
Specials	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7732432	13.0%
S	4210722	7.1%
t	3299762	5.6%
E	3086019	5.2%
i	2808213	4.7%
e	2317561	3.9%
a	2315807	3.9%
n	2200992	3.7%
o	2075497	3.5%
T	1939228	3.3%
Other values (64)	27412091	46.1%

Specials

Value	Count	Frequency (%)
�	1	100.0%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Open Punctuation

Space Separator

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Math Symbol

Control

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Control

Math Symbol

Other Symbol

Modifier Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Specials

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Other Punctuation

Decimal Number

Close Punctuation